Triple

T12681069
Position Surface form Disambiguated ID Type / Status
Subject Carlo Caneva E302946 entity
Predicate notableEvent P259 FINISHED
Object Italian invasion of Libya
The Italian invasion of Libya was a 1911–1912 military campaign in which the Kingdom of Italy seized control of Ottoman-held Tripolitania and Cyrenaica, marking the start of Italian colonial rule in North Africa.
E997734 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Italian invasion of Libya | Statement: [Carlo Caneva, notableEvent, Italian invasion of Libya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Italian invasion of Libya
Context triple: [Carlo Caneva, notableEvent, Italian invasion of Libya]
  • A. Italian invasion of Egypt
    The Italian invasion of Egypt was a World War II North African campaign in 1940 in which Italian forces advanced from Libya into British-held Egypt, setting the stage for subsequent British counteroffensives.
  • B. Italian invasion of Albania
    The Italian invasion of Albania was a 1939 military campaign in which Fascist Italy swiftly occupied and annexed Albania, marking a key step in Mussolini’s expansionist ambitions on the eve of World War II.
  • C. Libyan campaign
    The Libyan campaign refers to the series of military operations and battles fought in Libya during World War II, primarily between Axis and Allied forces in the North African desert.
  • D. Libyan–Egyptian War
    The Libyan–Egyptian War was a brief 1977 border conflict between Egypt and Libya marked by air strikes, ground clashes, and rapid de-escalation under Arab and international pressure.
  • E. Italian Army in North Africa
    The Italian Army in North Africa was the contingent of Italy’s armed forces that fought alongside German troops against the Allies in the North African Campaign of World War II.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Italian invasion of Libya
Triple: [Carlo Caneva, notableEvent, Italian invasion of Libya]
Generated description
The Italian invasion of Libya was a 1911–1912 military campaign in which the Kingdom of Italy seized control of Ottoman-held Tripolitania and Cyrenaica, marking the start of Italian colonial rule in North Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Italian invasion of Libya
Target entity description: The Italian invasion of Libya was a 1911–1912 military campaign in which the Kingdom of Italy seized control of Ottoman-held Tripolitania and Cyrenaica, marking the start of Italian colonial rule in North Africa.
  • A. Italian invasion of Egypt
    The Italian invasion of Egypt was a World War II North African campaign in 1940 in which Italian forces advanced from Libya into British-held Egypt, setting the stage for subsequent British counteroffensives.
  • B. Italian invasion of Albania
    The Italian invasion of Albania was a 1939 military campaign in which Fascist Italy swiftly occupied and annexed Albania, marking a key step in Mussolini’s expansionist ambitions on the eve of World War II.
  • C. Libyan campaign
    The Libyan campaign refers to the series of military operations and battles fought in Libya during World War II, primarily between Axis and Allied forces in the North African desert.
  • D. Libyan–Egyptian War
    The Libyan–Egyptian War was a brief 1977 border conflict between Egypt and Libya marked by air strikes, ground clashes, and rapid de-escalation under Arab and international pressure.
  • E. Italian Army in North Africa
    The Italian Army in North Africa was the contingent of Italy’s armed forces that fought alongside German troops against the Allies in the North African Campaign of World War II.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d7bdee64a08190801c6d470aefd723 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961b32dbc81908101fc5f07e26ed3 completed April 10, 2026, 8:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f671a54b008190b02f9585d6c6ff77 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f67285019c8190be831d3f72cf121f completed May 2, 2026, 9:54 p.m.
NED2 Entity disambiguation (via description) batch_69f6732ea7408190a95f0a5f983dfdb7 completed May 2, 2026, 9:57 p.m.
Created at: April 9, 2026, 5:21 p.m.